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Package to host DeepLearning modules for pytorch ecosystem, to ease out model implementations.

Project description

# ModuleZooTorch

Collection of neural-net modules introduced in latest research

## Installation

`shell pip install mzt `

## Available Modules

  • Convolutional Blocks: - ConvNormActivation1d - ConvNormActivation2d - ConvInvertedBlock1d - ConvInvertedBlock2d

  • Residual Blocks: - ConvResidualBlock1d - ConvResidualBlock2d - ConvBottleNeckResidualBlock1d - ConvBottleNeckResidualBlock2d - ConvInvertedResidualBlock1d - ConvInvertedResidualBlock2d

  • Attention Blocks: - SelfAttention1d - SelfAttention2d - MultiHeadSelfAttention1d - MultiHeadSelfAttention2d - MultiHeadAttention1d - MultiHeadAttention2d - MultiHeadAttentionLinear

  • Graphical/Geometric Blocks: - GraphConv2d

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